{"id":"W2259531969","doi":"10.14288/1.0096179","title":"Structure of arthropod communities in some saline lakes of central British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arthropod; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001716864,0.0002369952,0.00031024,0.001985449,0.002074489,0.001031986,0.0003913942,0.0002330692,0.001034056],"category_scores_gemma":[0.0007900575,0.0003124662,0.0001354014,0.002612973,0.001072645,0.0002315279,0.0008729543,0.0001832124,0.00009867282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005325379,"about_ca_system_score_gemma":0.002962244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8667812,"about_ca_topic_score_gemma":0.946691,"domain_scores_codex":[0.9997383,0.00002814998,0.00002267662,0.00004607489,0.0000717422,0.00009305511],"domain_scores_gemma":[0.9992575,0.00007128945,0.0001299248,0.00002190004,0.0003038681,0.0002154562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001151937,0.0000206943,0.9829111,0.00005555369,0.00004862886,0.0002577018,0.003710767,0.0001173232,0.005241339,0.00005043342,0.0002054565,0.007265936],"study_design_scores_gemma":[0.000003009695,0.00001070257,0.9981421,0.000006536302,0.00000620597,0.00004697613,0.001396027,0.0001134847,0.00006421893,0.000008348505,0.0001989782,0.000003334687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999619,0.00005769773,0.00001343147,0.000009402858,3.361065e-7,0.000003593797,0.00006898656,0.000001548153,0.0002259817],"genre_scores_gemma":[0.9993464,0.00008356231,0.00006856025,0.00001705416,6.731231e-7,0.000008257401,0.0002131205,9.943979e-7,0.0002614137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1332188,"threshold_uncertainty_score":0.2680066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003358658507865455,"score_gpt":0.1534921735830496,"score_spread":0.1501335150751842,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}